Gemini 3.1 Pro Preview vs Inkling
Compare Gemini 3.1 Pro Preview by Google AI against Inkling by Thinking Machines, context windows of 1.0M vs 1.0M, tested across 53 shared challenges.
Our Verdict
Gemini 3.1 Pro Preview
Inkling
No community votes yet. On paper, these are closely matched - try both with your actual task to see which fits your workflow.
Too close to call
API pricing
Cost per 1M tokens
Gemini 3.1 Pro Preview
Input
$2.00
Output
$12.00
Inkling
Input
$1.00
2.0× cheaper
Output
$4.05
3.0× cheaper
Inkling is cheaper on both — 2.0× input, 3.0× output
Writing DNA
Style Comparison
Similarity
71%
Inkling uses 3.9x more emoji
Gemini 3.1 Pro Preview
Inkling
54%Vocabulary57%
18wSentence Length19w
0.29Hedging0.30
4.9Bold5.0
3.3Lists2.7
0.00Emoji0.04
0.72Headings0.49
0.14Transitions0.06
Based on 23 + 27 text responses
Research
What we learned reading every model
FAQ
